dosubot[bot]
commented
1 year ago Hi, @slavakurilyak! I'm Dosu, and I'm here to help the LangChain team manage their backlog. I wanted to let you know that we are marking this issue as stale.
From what I understand, you created this issue to discuss the Visual ChatGPT project by the Microsoft team. You provided an architecture overview and suggested five potential use cases for the tool. However, there hasn't been any activity or comments on the issue since then.
If this issue is still relevant to the latest version of the LangChain repository, please let us know by commenting on the issue. Otherwise, feel free to close the issue yourself. Alternatively, if there's no response within 7 days, the issue will be automatically closed.
Thank you for your understanding and contribution to the LangChain project! Let us know if you have any further questions or concerns.
The @microsoft team used LangChain to guide Visual ChatGPT.
Here's the architecture of Visual ChatGPT:
Think of Prompt Manager as LangChain and Visual Foundation Models as LangChain Tools.
Here are five LangChain use cases that can be unlocked with Visual ChatGPT:
Visual Query Builder: Combine LangChain's SQL querying capabilities with Visual ChatGPT's image understanding, allowing users to query databases with natural language and receive visualized results, such as charts or graphs.
Multimodal Conversational Agent: Enhance LangChain chatbots with Visual ChatGPT's image processing abilities, allowing users to send images and receive relevant responses, image-based recommendations, or visual explanations alongside text.
Image-Assisted Summarization: Integrate Visual ChatGPT's image understanding with LangChain's summarization chains to create image-enhanced summaries, providing context and visual aids that complement the text-based summary.
Image Captioning and Translation: Combine Visual ChatGPT's image captioning with LangChain's language translation chains to automatically generate captions and translations for images, making visual content more accessible to a global audience.
Generative Art Collaboration: Connect Visual ChatGPT's image generation capabilities with LangChain's creative writing chains, enabling users to create collaborative artwork and stories that combine text and images in innovative ways.